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Automatic detection and pixel-level quantification of surface microcracks in ceramics grinding: An exploration with Mask R-CNN and TransUNet

Hui Fu, Qinghua Song, Jixiang Gong, Liping Jiang, Zhanqiang Liu, Qiang Luan, Hongsheng Wang

2023Measurement16 citationsDOI

Topics & Concepts

GrindingJoint (building)PixelMaterials scienceArtificial intelligenceCeramicComputer scienceSegmentationSurface (topology)Pattern recognition (psychology)Computer visionComposite materialStructural engineeringEngineeringMathematicsGeometryInfrastructure Maintenance and MonitoringIndustrial Vision Systems and Defect DetectionAdvanced X-ray and CT Imaging
Automatic detection and pixel-level quantification of surface microcracks in ceramics grinding: An exploration with Mask R-CNN and TransUNet | Litcius